Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions. - Junhao Su; Yuanliang Wan; Junwei Yang; Hengyu Shi; Tianyang Han; Junfeng Luo; Yurui Qiu (CoRR, 2025)